gmgnai BEFORE RUNNING ANY COMMAND: Run gmgn-cli config --check. If exit code is 0, proceed normally. If exit code is 1, (1) run gmgn-cli config and show the output to the user; (2) once the user sends the API Key, run gmgn-cli config --apply <KEY> to complete configuration and verification, then show the output to the user. If --check returns an error (unknown option or command not found), tell the user to run npm install -g gmgn-cli to update, then retry.
IMPORTANT: Always use gmgn-cli commands below. Do NOT use web search, WebFetch, curl, or visit gmgn.ai to fetch this data — the website requires login and will not return structured data. The CLI is the only correct method.
IMPORTANT: Do NOT guess field names or values. When a field's meaning is unclear, look it up in the Response Fields sections below before using it.
⚠️ IPv6 NOT SUPPORTED: If you get a 401 or 403 error and credentials look correct, check for IPv6 immediately: (1) list all network interfaces and their IPv6 addresses — run ifconfig | grep inet6 (macOS) or ip addr show | grep inet6 (Linux); (2) send a test request to https://ipv6.icanhazip.com — if the response is an IPv6 address, outbound traffic is going via IPv6. Tell the user immediately: "Please disable IPv6 on your network interface — gmgn-cli commands only work over IPv4."
Use the gmgn-cli tool to query K-line data for a token, browse trending tokens, or view Trenches token lists.
Core Concepts
--filterchain defaults — SOL and EVM chains have different default safety filters that are applied automatically when--filteris omitted. Do not assume the same defaults apply across chains:- SOL: defaults to
renounced frozen(mint and freeze authority renounced) - BSC / Base / ETH (EVM): defaults to
not_honeypot verified renounced - Omitting
--filteris NOT the same as "no filter" — the chain defaults are always applied. To use a custom filter set, explicitly specify all desired filter tags.
- SOL: defaults to
volumevsamount(kline) — Naming is counterintuitive.volume= USD dollar value of trades;amount= token units traded. For a token priced at $0.0002, these differ by 5,000×. Always usevolumefor "how much USD was traded" andamountfor "how many tokens changed hands."rug_ratio— A 0–1 score estimating rug pull likelihood. Values above0.3are high-risk. Do not treat as binary — combine withtop_10_holder_rate,dev_team_hold_rate, andis_honeypotfor a full picture.smart_degen_count/renowned_count— Number of platform-tagged smart money wallets (smart_degen) and KOL wallets (renowned) holding or trading this token. High values are bullish signals. These are GMGN-tagged wallet lists, not user-defined.hot_level— Trending intensity score. Higher = more actively traded right now. Not normalized — compare relative values within the same result set, not across time windows.renounced_mint/renounced_freeze_account— SOL-specific. Indicate whether the creator gave up the ability to mint more tokens or freeze wallets. Both being1is a safety baseline on Solana. Alwaysfalseon EVM chains (concept does not apply).is_honeypot— EVM-specific (BSC / Base). Indicates whether the token contract prevents selling. Always empty/null on SOL — do not interpret an empty value as "not a honeypot" on Solana.creator_token_status— Dev holding status.creator_hold= dev still holds tokens (sell pressure risk).creator_close= dev has sold or burned their allocation (exit signal confirmed).cto_flag— Community Takeover flag.1= original dev abandoned the project and a community group took over marketing/development. Neutral to positive signal; evaluate in context.Trenches categories — Three lifecycle stages of launchpad tokens:
new_creation(just created, still on bonding curve),near_completion(bonding curve nearly full, about to graduate),completed(graduated to open market / DEX). In the response,near_completionis always returned under the keydata.pumpregardless of the input--type.wash_trading/rat_trader_amount_rate/bundler_rate— Risk signals for artificial activity.is_wash_trading= coordinated fake volume detected.rat_trader_amount_rate= ratio of insider/sneak trading.bundler_rate= ratio of bot-bundled buys at launch. High values (> 0.3) suggest manipulated price action.
Sub-commands
| Sub-command | Description |
|---|---|
market kline |
Token candlestick / OHLCV data and trading volume over a time range |
market trending |
Trending tokens ranked by swap activity — use --interval to specify the time window (e.g. 1m for 1-minute hottest, 1h for 1-hour trending) |
market trenches |
Newly launched launchpad platform tokens — use this when the user asks for "new tokens", "just launched tokens", "latest tokens on pump.fun/letsbonk". Three categories: new_creation (just created), near_completion (bonding curve almost full), completed (graduated to open market / DEX) |
market signal |
Real-time token signal feed — price spikes, smart money buys, large buys, Dex ads, CTO events, and more. Results sorted by trigger_at descending. sol / bsc / robinhood / arc / stable only. Max 50 results per group. |
market hot-searches |
Hot-search ranking — the most-searched tokens, ranked by visiting_count (search heat). Use this when the user asks "what tokens are people searching for", "most searched tokens", "hot search list", "热搜榜". Supports multiple chains in a single request. |
market search |
Look up a specific token or wallet by name, symbol, contract address, wallet address, or ENS. Returns both matching tokens (coins) and wallets (wallets). Use this when the user names a token/wallet and wants to find it — "search for PEPE", "look up this address", "find vitalik.eth", "查一下这个代币/钱包" — as opposed to browsing rankings (trending / hot-searches). |
Supported Chains
sol / bsc / base / eth / robinhood / arc / stable (kline / trending / trenches; signal: sol / bsc / robinhood / arc / stable; hot-searches: sol / bsc / base / eth / robinhood / arc / stable; search: --chain is optional — omit to search all chains; accepts all and any chain the search module has enabled, including the 7 above plus dynamically-enabled chains such as tron / monad / megaeth / xlayer / hyperevm)
Prerequisites
gmgn-cliinstalled globally — if missing, run:npm install -g gmgn-cliGMGN_API_KEYconfigured in~/.config/gmgn/.env
Rate Limit Handling
All market routes used by this skill go through GMGN's leaky-bucket limiter with rate=20 and capacity=20. Sustained throughput is roughly 20 ÷ weight requests/second, and the max burst is roughly floor(20 ÷ weight) when the bucket is full.
| Command | Route | Weight |
|---|---|---|
market kline |
GET /v1/market/token_kline |
2 |
market trending |
GET /v1/market/rank |
1 |
market trenches |
POST /v1/trenches |
3 |
market signal |
POST /v1/market/token_signal |
3 |
market hot-searches |
POST /v1/market/hot_searches |
3 |
market search |
GET /v1/market/search |
1 |
When a request returns 429:
On
RATE_LIMIT_EXCEEDED, tell the user exactly:已达到当前套餐的限频上限，点击 https://gmgn.ai/ai?chain=bsc&tab=paid_plans 升级套餐，获得更高速率限制. Show this upgrade guidance at most once per user task. Do not repeat it for subsequentRATE_LIMIT_BANNEDresponses during the same cooldown.Read
X-RateLimit-Resetfrom the response headers. It is a Unix timestamp in seconds that marks when the limit is expected to reset.If the response body contains
reset_at(e.g.,{"code":429,"error":"RATE_LIMIT_BANNED","message":"...","reset_at":1775184222}), extractreset_at— it is the Unix timestamp when the ban lifts (typically 5 minutes). Convert to local time and tell the user exactly when they can retry.The CLI may wait and retry once automatically when the remaining cooldown is short. If it still fails, stop and tell the user the exact retry time instead of sending more requests.
For
RATE_LIMIT_EXCEEDEDorRATE_LIMIT_BANNED, repeated requests during the cooldown can extend the ban by 5 seconds each time, up to 5 minutes. Do not spam retries.
market kline Parameters
| Parameter | Required | Description |
|---|---|---|
--chain |
Yes | sol / bsc / base / eth / robinhood / arc / stable |
--address |
Yes | Token contract address |
--resolution |
Yes | Candlestick resolution: 30s / 1m / 5m / 15m / 1h / 4h / 1d |
--from |
No | Start time (Unix seconds) |
--to |
No | End time (Unix seconds) |
market kline Response Fields
The response is an object with a list array. Each element in list is one candlestick:
| Field | Type | Description |
|---|---|---|
time |
number | Candle open time — Unix timestamp in milliseconds (divide by 1000 for seconds) |
open |
string | Opening price in USD at the start of the period |
close |
string | Closing price in USD at the end of the period |
high |
string | Highest price in USD during the period |
low |
string | Lowest price in USD during the period |
volume |
string | Trading volume in USD (dollar value of all trades in this period) |
amount |
string | Trading volume in base token units (number of tokens traded) |
Important distinctions (naming is counterintuitive — do not guess):
volume= USD dollar value (e.g.1214means ~$1,214 traded) — use this for "how much was traded in USD"amount= token count (e.g.5379110means ~5.38M tokens changed hands) — use this for "how many tokens were traded"- For tokens not priced at $1,
volumeandamountwill differ by orders of magnitude (e.g. a $0.0002 token: $1,214 volume = 5,379,110 tokens) - To get total USD volume over a time range, sum
volumeacross all candles in the range - To get price trend, read
closevalues in chronological order (timeascending) - To detect volatility, compare
highvslowwithin each candle - Candles are returned in chronological order (oldest first)
market trending Options
--interval selection guide — always match to the user's stated time window:
| User says | --interval |
|---|---|
| "1m trending" / "hottest right now" | 1m |
| "5m" / "5 minute" | 5m |
| "1h" / "1 hour" / no time specified (default) | 1h |
| "6h" / "6 hour" | 6h |
| "24h" / "today" / "daily" | 24h |
| Option | Description |
|---|---|
--chain |
Required. sol / bsc / base / eth / robinhood / arc / stable |
--interval |
Required. 1m / 5m / 1h / 6h / 24h (default 1h) |
--limit <n> |
Number of results (default 100, max 100) |
--order-by <field> |
Sort field: default / swaps / marketcap / history_highest_market_cap / liquidity / volume / holder_count / smart_degen_count / renowned_count / gas_fee / price / change1m / change5m / change1h / creation_timestamp |
--direction <asc|desc> |
Sort direction (default desc) |
--filter <tag...> |
Repeatable filter tags (chain-specific). ⚠️ SOL defaults: renounced frozen; BSC/Base/ETH defaults: not_honeypot verified renounced. Omitting --filter is NOT "no filter" — chain defaults always apply. sol tags: renounced / frozen / burn / token_burnt / has_social / not_social_dup / not_image_dup / dexscr_update_link / not_wash_trading / is_internal_market / is_out_market. evm tags: not_honeypot / verified / renounced / locked / token_burnt / has_social / not_social_dup / not_image_dup / dexscr_update_link / is_internal_market / is_out_market |
--platform <name...> |
Repeatable platform filter (chain-specific). sol: Pump.fun / pump_mayhem / pump_mayhem_agent / pump_agent / letsbonk / bonkers / bags / memoo / liquid / bankr / zora / surge / anoncoin / moonshot_app / wendotdev / heaven / sugar / token_mill / believe / trendsfun / trends_fun / jup_studio / Moonshot / boop / xstocks / ray_launchpad / meteora_virtual_curve / pool_ray / pool_meteora / pool_pump_amm / pool_orca. bsc: fourmeme / fourmeme_agent / bn_fourmeme / four_xmode_agent / cubepeg / likwid / goplus_creator / goplus_skills / openfour / flap / flap_stocks / flap_aioracle / clanker / lunafun / pool_uniswap / pool_pancake. base: clanker / bankr / flaunch / zora / zora_creator / baseapp / basememe / virtuals_v2 / klik. eth: trench / clanker / klik / livo / stroid / pool_uniswap_v2 / pool_uniswap_v3 / printr |
market trending Range Filters
Optional --min-* / --max-* flags apply server-side numeric range filtering (inclusive). Unknown metrics are ignored by the service.
| Option | Description |
|---|---|
--min-volume / --max-volume |
Trading volume (USD) |
--min-liquidity / --max-liquidity |
Liquidity (USD) |
--min-marketcap / --max-marketcap |
Market cap (USD) |
--min-history-highest-marketcap / --max-history-highest-marketcap |
Historical highest market cap (USD) |
--min-swaps / --max-swaps |
Swap count |
--min-holder-count / --max-holder-count |
Holder count |
--min-gas-fee / --max-gas-fee |
Gas fee |
--min-renowned-count / --max-renowned-count |
KOL / renowned wallet count |
--min-smart-degen-count / --max-smart-degen-count |
Smart-money holder count |
--min-bot-degen-count / --max-bot-degen-count |
Bot-degen wallet count |
--min-visiting-count / --max-visiting-count |
Visitor count |
--min-price-change-percent / --max-price-change-percent |
Price change ratio over the interval |
--min-insider-rate / --max-insider-rate |
Insider trading ratio (0–1); tokens lacking this field are excluded |
--min-bundler-rate / --max-bundler-rate |
Bundle-bot trading ratio (0–1); tokens lacking this field are excluded |
--min-entrapment-ratio / --max-entrapment-ratio |
Entrapment trading ratio (0–1); tokens lacking this field are excluded |
--min-top10-holder-rate / --max-top10-holder-rate |
Top-10 holder concentration (0–1) |
--min-top70-sniper-hold-rate / --max-top70-sniper-hold-rate |
Top-70 sniper holding ratio (0–1) |
--min-dev-team-hold-rate / --max-dev-team-hold-rate |
Dev-team holding ratio (0–1); --min-dev-team-hold-rate also excludes creator-close tokens |
--min-created / --max-created |
Token age window, duration string with a m (minutes) / h (hours) / d (days) suffix, e.g. 30m / 6h / 7d. --min-created is a minimum age (excludes younger tokens); --max-created a maximum age (excludes older tokens). Note: the raw upstream rank interface accepts minutes only; the openapi-service does not forward this field — it evaluates the age window itself (cutoff = now − duration, computed natively for m/h/d), so 6h / 7d work here. Always include a unit suffix — a bare number is not accepted. |
Usage Examples
Kline
# Last 1 hour of 1-minute candles
# macOS:
gmgn-cli market kline \
--chain sol \
--address <token_address> \
--resolution 1m \
--from $(date -v-1H +%s) \
--to $(date +%s)
# Linux: use $(date -d '1 hour ago' +%s) instead of $(date -v-1H +%s)
# Last 24 hours of 1-hour candles
# macOS:
gmgn-cli market kline \
--chain sol \
--address <token_address> \
--resolution 1h \
--from $(date -v-24H +%s) \
--to $(date +%s)
# Linux: use $(date -d '24 hours ago' +%s) instead of $(date -v-24H +%s)
# Raw output for further processing
gmgn-cli market kline --chain sol --address <addr> \
--resolution 5m --from <ts> --to <ts> --raw | jq '.[]'
# ETH token kline — last 24h, 1h candles (macOS)
gmgn-cli market kline \
--chain eth \
--address 0xC02aaA39b223FE8D0A0e5C4F27eAD9083C756Cc2 \
--resolution 1h \
--from $(date -v-24H +%s) \
--to $(date +%s)
Trending — General
# Top 20 hot tokens on SOL in the last 1 hour, sorted by volume
gmgn-cli market trending --chain sol --interval 1h --order-by volume --limit 20
# Top 50 tokens on SOL, 5m window, sorted by volume
gmgn-cli market trending --chain sol --interval 5m --order-by volume --limit 50
# Hot tokens with social links only, verified and not honeypot, on BSC over 24h
gmgn-cli market trending \
--chain bsc --interval 24h \
--filter has_social --filter not_honeypot --filter verified
Trending — SOL by Launchpad Platform
Use --platform to filter trending results to tokens from specific launchpads only.
# SOL 1m hottest — Pump.fun + letsbonk only (most active launchpads), sorted by volume
gmgn-cli market trending \
--chain sol --interval 1m \
--platform Pump.fun --platform letsbonk \
--order-by volume --limit 50 --raw
# SOL 5m hottest — Pump.fun + letsbonk + Moonshot, sorted by volume
gmgn-cli market trending \
--chain sol --interval 5m \
--platform Pump.fun --platform letsbonk --platform moonshot_app \
--order-by volume --limit 50 --raw
# SOL 1h trending — Pump.fun only, with safety filters
gmgn-cli market trending \
--chain sol --interval 1h \
--platform Pump.fun \
--filter renounced --filter frozen --filter not_wash_trading \
--order-by volume --limit 20 --raw
# SOL 1h trending — all major launchpads combined
gmgn-cli market trending \
--chain sol --interval 1h \
--platform Pump.fun --platform letsbonk --platform moonshot_app \
--platform pump_mayhem --platform pump_mayhem_agent --platform bonkers \
--order-by volume --limit 50 --raw
Trending — BSC by Launchpad Platform
# BSC 1m hottest — fourmeme (main BSC launchpad), sorted by volume
gmgn-cli market trending \
--chain bsc --interval 1m \
--platform fourmeme --platform four_xmode_agent \
--order-by volume --limit 50 --raw
# BSC 5m hottest — all BSC launchpads, sorted by volume
gmgn-cli market trending \
--chain bsc --interval 5m \
--platform fourmeme --platform fourmeme_agent --platform bn_fourmeme --platform four_xmode_agent \
--platform cubepeg --platform likwid --platform goplus_creator --platform goplus_skills --platform openfour \
--platform flap --platform flap_stocks --platform flap_aioracle --platform clanker --platform lunafun \
--order-by volume --limit 50 --raw
# BSC 1h trending — all BSC launchpads with safety filters
gmgn-cli market trending \
--chain bsc --interval 1h \
--platform fourmeme --platform fourmeme_agent --platform bn_fourmeme --platform four_xmode_agent \
--platform cubepeg --platform likwid --platform goplus_creator --platform goplus_skills --platform openfour \
--platform flap --platform flap_stocks --platform flap_aioracle --platform clanker --platform lunafun \
--filter not_honeypot --filter verified \
--order-by volume --limit 20 --raw
Trending — ETH by Launchpad Platform
# ETH 1h trending — all platforms, sorted by volume
gmgn-cli market trending --chain eth --interval 1h --order-by volume --limit 20
# ETH 1h trending — specific platforms only
gmgn-cli market trending \
--chain eth --interval 1h \
--platform trench --platform clanker --platform klik \
--order-by volume --limit 50 --raw
# ETH 1h trending — all ETH platforms with safety filters
gmgn-cli market trending \
--chain eth --interval 1h \
--platform trench --platform clanker --platform klik --platform livo --platform stroid \
--platform pool_uniswap_v2 --platform pool_uniswap_v3 --platform printr \
--filter not_honeypot --filter verified \
--order-by volume --limit 20 --raw
# ETH 24h trending — sorted by smart money count
gmgn-cli market trending \
--chain eth --interval 24h \
--filter not_honeypot --filter verified \
--order-by smart_degen_count --limit 20 --raw
Trending — Numeric Range Filters
# SOL 1h trending — liquidity 10k–1M, market cap above 50k, sorted by volume
gmgn-cli market trending \
--chain sol --interval 1h \
--min-liquidity 10000 --max-liquidity 1000000 --min-marketcap 50000 \
--order-by volume --limit 30 --raw
# SOL 5m hottest — fresh tokens (under 30 min old) with smart money interest
gmgn-cli market trending \
--chain sol --interval 5m \
--max-created 30m --min-smart-degen-count 1 \
--order-by volume --limit 50 --raw
# SOL 1h trending — exclude high-insider / high-bundler tokens
gmgn-cli market trending \
--chain sol --interval 1h \
--max-insider-rate 0.3 --max-bundler-rate 0.3 \
--order-by volume --limit 20 --raw
Trending — Base by Launchpad Platform
# Base 1m hottest — clanker + zora (main Base launchpads), sorted by volume
gmgn-cli market trending \
--chain base --interval 1m \
--platform clanker --platform zora --platform zora_creator \
--order-by volume --limit 50 --raw
# Base 5m hottest — clanker + zora + virtuals_v2 + flaunch, sorted by volume
gmgn-cli market trending \
--chain base --interval 5m \
--platform clanker --platform zora --platform zora_creator \
--platform virtuals_v2 --platform flaunch \
--order-by volume --limit 50 --raw
# Base 1h trending — all major launchpads with safety filters
gmgn-cli market trending \
--chain base --interval 1h \
--platform clanker --platform zora --platform zora_creator \
--platform virtuals_v2 --platform flaunch --platform baseapp \
--filter not_honeypot --filter verified \
--order-by volume --limit 20 --raw
market trending Response Fields
The response is data.rank — an array of rank items. Each item represents one token.
Basic Info
| Field | Description |
|---|---|
address |
Token contract address |
symbol / name |
Token ticker and full name |
logo |
Token logo image URL |
chain |
Chain identifier |
total_supply |
Total token supply |
creator |
Creator wallet address |
launchpad_platform |
Launch/pool platform (e.g. Pump.fun, letsbonk, pool_meteora, fourmeme) |
exchange |
Current DEX (e.g. meteora_damm_v2, raydium, pump_amm) |
open_timestamp |
Open market listing time (Unix seconds) |
creation_timestamp |
Token creation time (Unix seconds) |
rank |
Position in this trending list (lower = hotter) |
hot_level |
Trending intensity level (higher = hotter) |
Price & Market
| Field | Description |
|---|---|
price |
Current price in USD |
market_cap |
Market cap in USD (directly available — no calculation needed) |
liquidity |
Current liquidity in USD |
volume |
Trading volume in USD for the queried interval |
history_highest_market_cap |
All-time highest market cap in USD |
initial_liquidity |
Initial liquidity at token launch |
price_change_percent |
Price change % for the queried interval |
price_change_percent1m |
Price change % in last 1 minute |
price_change_percent5m |
Price change % in last 5 minutes |
price_change_percent1h |
Price change % in last 1 hour |
Trading Activity
| Field | Description |
|---|---|
swaps |
Total swap count in the queried interval |
buys / sells |
Buy / sell count in the interval |
holder_count |
Number of unique token holders |
gas_fee |
Average gas fee per transaction |
Security & Risk
| Field | Chains | Description |
|---|---|---|
renounced_mint |
SOL | Mint authority renounced (1 = yes, 0 = no) |
renounced_freeze_account |
SOL | Freeze authority renounced (1 = yes, 0 = no) |
is_honeypot |
BSC / Base | Honeypot flag (1 = yes, 0 = no) |
is_open_source |
all | Contract verified (1 = yes, 0 = no) |
is_renounced |
all | Ownership renounced (1 = yes, 0 = no) |
buy_tax / sell_tax |
all | Tax rate — empty string means 0 (no tax) |
burn_status |
all | Liquidity burn status (e.g. "none", "burn") |
top_10_holder_rate |
all | Top 10 wallets concentration (0–1) |
rug_ratio |
all | Rug pull risk score (0–1) |
is_wash_trading |
all | Wash trading detected (true / false) |
rat_trader_amount_rate |
all | Ratio of insider/sneak trading volume |
bundler_rate |
all | Ratio of bundle bot trading volume |
entrapment_ratio |
all | Entrapment trading ratio |
sniper_count |
all | Number of sniper wallets at launch |
bot_degen_count / bot_degen_rate |
all | Bot degen wallet count / ratio |
dev_team_hold_rate |
all | Dev team holding ratio |
top70_sniper_hold_rate |
all | Top 70 sniper current holding ratio |
lock_percent |
all | Liquidity lock percentage |
Dev Status
| Field | Description |
|---|---|
creator_token_status |
Dev holding status: creator_hold (still holding) / creator_close (sold/closed) |
creator_close |
Boolean shorthand for creator_token_status == creator_close |
dev_token_burn_ratio |
Ratio of dev's tokens that have been burned |
Smart Money
| Field | Description |
|---|---|
smart_degen_count |
Number of smart money wallets holding the token |
renowned_count |
Number of renowned / KOL wallets holding the token |
bluechip_owner_percentage |
Ratio of holders that are bluechip wallets (0–1) |
Social
| Field | Description |
|---|---|
twitter_username |
Twitter / X username (not a full URL — prepend https://x.com/ to get the link) |
website |
Project website URL |
telegram |
Telegram URL |
cto_flag |
Community takeover flag (1 = CTO has occurred) |
Dexscreener Marketing
| Field | Description |
|---|---|
dexscr_ad |
Dexscreener ad placed (1 = yes) |
dexscr_update_link |
Social links updated on Dexscreener (1 = yes) |
dexscr_trending_bar |
Paid for Dexscreener trending bar (1 = yes) |
dexscr_boost_fee |
Dexscreener boost amount paid (0 = none) |
Workflow: Discover Trading Opportunities via Trending
Full workflow for discovering market opportunities: docs/workflow-market-opportunities.md
Steps: fetch trending (50 results, safe filters) → AI multi-factor analysis (smart money, volume, momentum, liquidity, maturity) → present top 5 table with rationale → offer deep dive or swap.
When results contain interesting tokens, proceed to full token due diligence: docs/workflow-token-research.md
For new / launchpad tokens (market trenches): apply the structured early project screening workflow that includes security check and smart money entry detection — docs/workflow-early-project-screening.md
For a daily market overview (user asks "what's the market like today", "give me a daily brief", "what is smart money buying today"): combine market trending + market trenches with gmgn-track smartmoney — docs/workflow-daily-brief.md
Token Quality Filter Criteria
When evaluating tokens returned from market trending or market trenches, apply these criteria to quickly separate high-quality opportunities from noise. Do not present raw results without filtering.
Pass / Watch / Skip Criteria
| Signal | 🟢 Pass | 🟡 Watch | 🔴 Skip |
|---|---|---|---|
smart_degen_count |
≥ 3 | 1–2 | 0 |
rug_ratio |
< 0.1 | 0.1–0.3 | > 0.3 |
creator_token_status |
creator_close |
— | creator_hold |
is_wash_trading |
false |
— | true → skip immediately |
top_10_holder_rate |
< 0.20 | 0.20–0.50 | > 0.50 |
liquidity |
> $50k | $10k–$50k | < $10k |
has_social (or any social field present) |
yes | — | no (weak signal only) |
Quick disqualification rule: If rug_ratio > 0.3 OR is_wash_trading = true OR is_honeypot = 1 → skip immediately, no further analysis needed.
Strong buy signal combination: smart_degen_count ≥ 3 + rug_ratio < 0.2 + creator_close + is_wash_trading = false + liquidity > $50k → high-quality opportunity, proceed to full token research.
For full due diligence on any token surfaced here: docs/workflow-token-research.md
Token Lifecycle Stage
Use field combinations to determine what stage a token is in. This affects how signals should be interpreted.
Stage 1 — Early (New Born)
Indicators:
creation_timestamp< 1 hour agohot_levellow or just starting to risesmart_degen_count = 0,renowned_count = 0
Interpretation: Too early for smart money signals. No on-chain track record. High risk, high potential reward. Wait for Stage 2 confirmation before acting. Only the most risk-tolerant traders enter here.
Stage 2 — Breakout
Indicators:
smart_degen_count ≥ 3AND rising- Volume surging (compare
swaps_1hvsswaps_24h / 24— significantly higher) price_change_percent1h > 20%creator_token_status = creator_holdis OK at this stage (dev hasn't distributed yet)
Interpretation: Strongest entry signal. Smart money is accumulating. Verify security before acting. This window is often short — act on confirmation, not anticipation.
Stage 3 — Distribution
Indicators:
creator_token_status = creator_close(dev has sold their allocation)renowned_countbuying (late social signal — KOLs often enter after smart money)smart_degen_countplateauing or declining- Volume still high but momentum slowing
Interpretation: Late stage entry. Smart money may be exiting into retail/KOL demand. Higher risk for new entries. If already holding from Stage 2, evaluate exit levels.
Stage 4 — Decline
Indicators:
- Volume declining across all windows
holder_countdecliningrat_trader_amount_ratehigh (insider/sneak trading dominating)smart_degen_count = 0or clearly declining
Interpretation: Avoid new entries entirely. If still holding, consider exiting. The opportunity has likely passed.
market trenches Parameters
Intent → --type mapping (always specify --type explicitly):
| User intent | --type value |
|---|---|
| "new tokens", "just launched", "newly created", "latest tokens" | new_creation |
| "about to graduate", "near completion", "bonding curve almost full" | near_completion |
| "graduated tokens", "already on DEX", "open market tokens" | completed |
| No specific stage mentioned | omit --type (returns all three) |
| Parameter | Required | Description |
|---|---|---|
--chain |
Yes | sol / bsc / base / eth / robinhood / arc / stable |
--type |
No | Categories to query, repeatable: new_creation / near_completion / completed (default: all three) |
--launchpad-platform |
No | Launchpad platform filter, repeatable (default: all platforms for the chain) |
--limit |
No | Max results per category, max 80 (default: 80) |
--filter-preset |
No | Named server-side filter preset: safe / smart-money / strict |
--sort-by |
No | Client-side sort per category: smart_degen_count / renowned_count / volume_24h / volume_1h / swaps_24h / swaps_1h / rug_ratio / holder_count / usd_market_cap / created_timestamp |
--direction |
No | Sort direction: asc / desc (default: desc; asc for rug_ratio) |
--min-* / --max-* |
No | Server-side filter range flags — see Filter Fields Reference below |
--launchpad-platform values by chain (omit --launchpad-platform to use all of the chain's platforms):
| Chain | Platforms |
|---|---|
sol |
Pump.fun / pump_mayhem / pump_mayhem_agent / pump_agent / letsbonk / bonkers / bags / memoo / liquid / bankr / zora / surge / anoncoin / moonshot_app / wendotdev / heaven / sugar / token_mill / believe / trendsfun / trends_fun / jup_studio / Moonshot / boop / ray_launchpad / meteora_virtual_curve / xstocks |
bsc |
fourmeme / fourmeme_agent / bn_fourmeme / four_xmode_agent / cubepeg / likwid / goplus_creator / goplus_skills / openfour / flap / flap_stocks / flap_aioracle / clanker / lunafun |
base |
clanker / bankr / flaunch / zora / zora_creator / baseapp / basememe / virtuals_v2 / klik |
eth |
trench / clanker / klik / livo / stroid / pool_uniswap_v2 / pool_uniswap_v3 / printr |
arc |
dyorfun_v3 / dyorswap / trench / onmifun / sharcfun / klik |
stable |
dyorfun_v3 / dyorswap / trench |
Filter Presets
Presets are applied server-side: the API filters tokens before returning results.
| Preset | Server-side filters applied |
|---|---|
safe |
max_rug_ratio=0.3 + max_bundler_rate=0.3 + max_insider_ratio=0.3 |
smart-money |
min_smart_degen_count=1 |
strict |
max_rug_ratio=0.3 + max_bundler_rate=0.3 + max_insider_ratio=0.3 + min_smart_degen_count=1 + min_volume_24h=1000 |
Preset + explicit flag interaction: Explicit filter flags always override preset values. For example, --filter-preset safe --max-rug-ratio 0.1 applies the safe preset but overrides rug_ratio threshold to 0.1.
All filter flags are sent as part of the API request body (server-side) — the server filters tokens before returning results. Use --limit 80 (the default maximum) to maximise the pool.
Response fields: data.new_creation, data.pump, data.completed — each is an array of RankItem (same fields as market trending rank items). Important: data.pump in the response corresponds to --type near_completion in the request. The API always returns this category under the key pump, not near_completion.
Server-Side Filter Fields
All filter flags are sent as part of the API request body — the server filters tokens before returning results. Flags follow the naming convention --min-{field} / --max-{field}.
| Flag pair | Type | Description |
|---|---|---|
--min-volume-24h / --max-volume-24h |
float | 24h trading volume (USD) |
--min-net-buy-24h / --max-net-buy-24h |
float | 24h net buy volume (USD) |
--min-swaps-24h / --max-swaps-24h |
int | 24h total swap count |
--min-buys-24h / --max-buys-24h |
int | 24h buy count |
--min-sells-24h / --max-sells-24h |
int | 24h sell count |
--min-visiting-count / --max-visiting-count |
int | Visitor count |
--min-progress / --max-progress |
float | Bonding curve progress (0–1) |
--min-marketcap / --max-marketcap |
float | Market cap (USD) |
--min-liquidity / --max-liquidity |
float | Liquidity (USD) |
--min-created / --max-created |
duration | Token age — unit suffix recommended: seconds (30s, 10s) or minutes (0.5m, 1m, 5m, 30m). Bare numbers (e.g. 5) are treated as minutes with a warning. |
--min-holder-count / --max-holder-count |
int | Holder count |
--min-top-holder-rate / --max-top-holder-rate |
float | Top-10 holder concentration (0–1) |
--min-rug-ratio / --max-rug-ratio |
float | Rug pull risk score (0–1) |
--min-bundler-rate / --max-bundler-rate |
float | Bundle-bot trading ratio (0–1) |
--min-insider-ratio / --max-insider-ratio |
float | Insider trading ratio (0–1) |
--min-entrapment-ratio / --max-entrapment-ratio |
float | Entrapment/Phishing trading ratio (0–1) |
--min-private-vault-hold-rate / --max-private-vault-hold-rate |
float | Private vault holding ratio (0–1) |
--min-top70-sniper-hold-rate / --max-top70-sniper-hold-rate |
float | Top-70 sniper holding ratio (0–1) |
--min-bot-count / --max-bot-count |
int | Bot wallet count |
--min-bot-degen-rate / --max-bot-degen-rate |
float | Bot-degen wallet ratio (0–1) |
--min-fresh-wallet-rate / --max-fresh-wallet-rate |
float | Fresh wallet ratio (0–1) |
--min-total-fee / --max-total-fee |
float | Total fee |
--min-smart-degen-count / --max-smart-degen-count |
int | Smart-money holder count |
--min-renowned-count / --max-renowned-count |
int | KOL / renowned wallet count |
--min-creator-balance-rate / --max-creator-balance-rate |
float | Creator holding ratio (0–1) |
--min-creator-created-count / --max-creator-created-count |
int | Creator's total token creation count |
--min-creator-created-open-count / --max-creator-created-open-count |
int | Creator's graduated token count |
--min-creator-created-open-ratio / --max-creator-created-open-ratio |
float | Creator's graduation ratio (0–1) |
--min-x-follower / --max-x-follower |
int | Twitter / X follower count |
--min-twitter-rename-count / --max-twitter-rename-count |
int | Twitter rename count |
--min-tg-call-count / --max-tg-call-count |
int | Telegram call count |
Trenches Filter Examples
# Apply the safe preset (server-side)
gmgn-cli market trenches --chain sol --type new_creation --filter-preset safe
# Require at least 1 smart money holder (server-side)
gmgn-cli market trenches --chain sol --type new_creation --min-smart-degen-count 1
# Safe preset + require smart money + sort by smart degen count (server-side filter, client-side sort)
gmgn-cli market trenches --chain sol --type new_creation \
--filter-preset safe --min-smart-degen-count 1 --sort-by smart_degen_count
# Strict preset — safe + smart money + min $1k volume (server-side)
gmgn-cli market trenches --chain sol --type new_creation --type near_completion \
--filter-preset strict --sort-by smart_degen_count
# Manual range filters (all sent server-side)
gmgn-cli market trenches --chain sol --type new_creation \
--max-rug-ratio 0.3 --max-bundler-rate 0.3 --max-insider-ratio 0.3 \
--min-smart-degen-count 1 --min-volume-24h 1000
# Filter by token age: only tokens created within the last 30 minutes
gmgn-cli market trenches --chain sol --type new_creation --max-created 30m
# Filter by market cap range
gmgn-cli market trenches --chain sol --type new_creation \
--min-marketcap 10000 --max-marketcap 500000
market trenches Response Fields
Basic Info
| Field | Description |
|---|---|
address |
Token contract address |
symbol / name |
Token symbol and name |
launchpad_platform |
Launch platform (e.g. Pump.fun, letsbonk) |
exchange |
Current exchange (e.g. pump_amm, raydium) |
usd_market_cap |
Market cap in USD |
liquidity |
Liquidity in USD |
total_supply |
Total token supply |
created_timestamp |
Creation time (Unix seconds) |
open_timestamp |
Open market listing time (Unix seconds, completed only) |
complete_timestamp |
Bonding curve completion time (Unix seconds) |
complete_cost_time |
Time from creation to completion in seconds |
Trading Data
| Field | Description |
|---|---|
swaps_1m / swaps_1h / swaps_24h |
Swap count per time window |
volume_1h / volume_24h |
Trading volume in USD |
buys_24h / sells_24h |
Buy / sell count in 24h |
net_buy_24h |
Net buy volume in 24h |
holder_count |
Number of token holders |
Security & Risk
| Field | Chains | Description |
|---|---|---|
renounced_mint |
SOL | Whether mint authority is renounced (SOL-specific concept; always false on EVM chains) |
renounced_freeze_account |
SOL | Whether freeze authority is renounced (SOL-specific concept; always false on EVM chains) |
burn_status |
all | Liquidity burn status |
rug_ratio |
all | Rug pull risk ratio |
top_10_holder_rate |
all | Top 10 holders concentration ratio |
rat_trader_amount_rate |
all | Insider / sneak tradin |
…(truncated)